158
Voted
ICMLA
15 years 4 months ago
2008 
Time-series segmentation in the fully unsupervised scenario in which the number of segment-types is a priori unknown is a fundamental problem in many applications. We propose a Ba...
118
Voted
ICMLA
15 years 4 months ago
2008 
A new framework is proposed for comparing evaluation metrics in classification applications with imbalanced datasets (i.e., the probability of one class vastly exceeds others). Fo...
129
Voted
ICMLA
15 years 4 months ago
2008 
In reinforcement learning, it is a common practice to map the state(-action) space to a different one using basis functions. This transformation aims to represent the input data i...
122
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ICMLA
15 years 4 months ago
2008
In order to overcome the computation and storage problem for large-scale data set, an efficient iterative method of Generalized Discriminant Analysis is proposed. Because sample v...
103
Voted
ICMLA
15 years 4 months ago
2008
This paper presents a software system that is able to generate crosswords with no human intervention including definition generation and crossword compilation. In particular, the ...
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Machine Learning